AWS Machine Learning

SEPTEMBER 20, 2024

Amazon Bedrock agents use LLMs to break down tasks, interact dynamically with users, run actions through API calls, and augment knowledge using Amazon Bedrock Knowledge Bases. In this post, we demonstrate how to use Amazon Bedrock Agents with a web search API to integrate dynamic web content in your generative AI application.

APIs 105

APIs Chatbots Construction Engineering 105

AWS Machine Learning

JANUARY 6, 2023

The key requirement for TR’s new machine learning (ML)-based personalization engine was centered around an accurate recommendation system that takes into account recent customer trends. Solution architecture. Having a well-designed recommendation system is key to getting quality recommendations that are customized to each user’s requirements.

Personalization 96

Personalization APIs Engineering Enterprise 96

AWS Machine Learning

FEBRUARY 14, 2023

We’re excited to announce that Amazon Personalize now lets you measure how your personalized recommendations can help you achieve your business goals. You can also monitor the total revenue or margin of a specified event type, for example when a user purchases an item.

Personalization 98

Personalization Metrics APIs Management 98

AWS Machine Learning

OCTOBER 31, 2024

The custom Google Chat app, configured for HTTP integration, sends an HTTP request to an API Gateway endpoint. Before processing the request, a Lambda authorizer function associated with the API Gateway authenticates the incoming message. The following figure illustrates the high-level design of the solution.

APIs 121

APIs Scripts Accountability Construction 121

AWS Machine Learning

APRIL 4, 2024

Delivering personalized news and experiences to readers can help solve this problem, and create more engaging experiences. However, delivering truly personalized recommendations presents several key challenges: Capturing diverse user interests – News can span many topics and even within specific topics, readers can have varied interests.

Personalization 100

Personalization APIs Engineering Metrics 100

Pointillist

SEPTEMBER 10, 2020

Many CX, marketing and operations leaders are asking how they can use customer journey orchestration to deliver better, more personalized experiences that will improve CX and business outcomes, like retention, customer lifetime value and revenue. Journey orchestration goes beyond traditional personalization techniques.

Personalization 128

Personalization Interactive Voice Response Enterprise Upselling 128

AWS Machine Learning

AUGUST 30, 2022

With personalized content more likely to drive customer engagement, businesses continuously seek to provide tailored content based on their customer’s profile and behavior. Orchestrating the Amazon Personalize batch inference jobs using AWS Step Functions. We walk through the end-to-end solution without a single line of code.

Personalization 98

Personalization APIs Wait times Accountability 98

Nexmo

NOVEMBER 14, 2019

These articles show you how to get started with Nexmo APIs like SMS, Voice and Verify, so feel free to refer back to them as you go, or in case you’d like to add another functionality. Go to your dashboard to find your API key and secret and make a note of them. Your Nexmo API key, shown in your account overview.

APIs 89

APIs Accountability Call flow Personalization 89

AWS Machine Learning

MARCH 30, 2023

Amazon Personalize is excited to announce the new Trending-Now recipe to help you recommend items gaining popularity at the fastest pace among your users. Amazon Personalize is a fully managed machine learning (ML) service that makes it easy for developers to deliver personalized experiences to their users.

Personalization 98

Personalization APIs Accountability Engineering 98

Nexmo

JUNE 13, 2019

If you never played it here is a quick recap: Telephone begins when one person whispers a message to the person next to them. The second person whispers the same message to the next person, who then shares it with the person next to them, and so on and so on. Adding our API credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

Nexmo

JUNE 13, 2019

If you never played it here is a quick recap: Telephone begins when one person whispers a message to the person next to them. The second person whispers the same message to the next person, who then shares it with the person next to them, and so on and so on. Adding our API credentials.

APIs 73

APIs Accountability Entertainment Personalization 73

CCNG

JUNE 7, 2023

Personalized Recommendations : Based on customer preferences and purchase history, Chat GPT can provide personalized product or service recommendations. For access to the entire recorded Town Hall event, please visit CCNG.com, On-Demand Webinars.

Contact Center 195

Contact Center CCNG APIs Scripts 195

AWS Machine Learning

SEPTEMBER 18, 2024

Amazon Bedrock enables access to powerful generative AI models like Stable Diffusion through a user-friendly API. One of its primary applications lies in advertising and marketing, where it can be used to create personalized ad campaigns and an unlimited number of marketing assets. This API will be used to invoke the Lambda function.

APIs 127

APIs Best practices Entertainment Advertising 127

Nexmo

JULY 21, 2020

At events I’ve run in the past, a phone number has been one way provided to attendees—they can either call or text the number and it forwards on to several organizers who have the responsibility to be available to deal with any issues. A Vonage API account – take note of your API Key & Secret on the dashboard.

APIs 116

APIs Accountability Personalization 116

AWS Machine Learning

SEPTEMBER 9, 2022

Amp uses machine learning (ML) to provide personalized recommendations for live and upcoming Amp shows on the app’s home page. This is Part 2 of a series on using data analytics and ML for Amp and creating a personalized show recommendation list platform. Lambda allows for automatic scaling to incoming volume of events.

Personalization 98

Personalization APIs Metrics Engineering 98

AWS Machine Learning

OCTOBER 29, 2024

Furthermore, these notes are usually personal and not stored in a central location, which is a lost opportunity for businesses to learn what does and doesn’t work, as well as how to improve their sales, purchasing, and communication processes. With Lambda integration, we can create a web API with an endpoint to the Lambda function.

Engineering 110

Engineering APIs Sales Enterprise 110

AWS Machine Learning

MAY 15, 2024

Students can take personalized quizzes and get immediate feedback on their performance. The S3 bucket is configured using event notification. The Amazon Bedrock API returns the output Q&A JSON file to the Lambda function. The container image sends the REST API request to Amazon API Gateway (using the GET method).

Education 142

Education APIs Engineering Banking 142

AWS Machine Learning

NOVEMBER 7, 2024

It also uses a number of other AWS services such as Amazon API Gateway , AWS Lambda , and Amazon SageMaker. API Gateway is serverless and hence automatically scales with traffic. API Gateway also provides a WebSocket API. Incoming requests to the gateway go through this point.

Enterprise 112

Enterprise APIs Government Accountability 112

AWS Machine Learning

AUGUST 26, 2024

The workflow includes the following steps: An Amazon Elastic Compute Cloud (Amazon EC2) instance initiates a batch process to create ASL avatars from a video dataset consisting of over 8,000 poses using RTMPose, a real-time multi-person pose estimation toolkit based on MMPose.

APIs 119

APIs Calibration Best practices Metrics 119

AWS Machine Learning

OCTOBER 2, 2024

It’s a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like Anthropic, Cohere, Meta, Mistral AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

Government 127

Government APIs Enterprise Best practices 127

TechSee

JUNE 29, 2023

Similarly, AI easily scales up and down to meet changing demands, eliminating long wait times and poor CX during mass service events or seasons. These integrations will encompass primary API data syncs and AI-to-AI integrations between the service AI and the various AI solutions provided by each platform.

Chatbots 202

Chatbots Customer Service Wait times APIs 202

AWS Machine Learning

APRIL 18, 2024

If you want to customize the settings later, for example to add your own AWS Lambda functions, use custom vocabularies and language models to improve accuracy, enable personally identifiable information (PII) redaction, and more, you can update the stack for these parameters. For all other parameters, use the default values.

APIs 137

APIs Accountability Analytics Entertainment 137

AWS Machine Learning

APRIL 17, 2024

Tracking direct events like earnings reports or credit downgrades is straightforward—you can set up alerts to notify managers of news containing company names. However, detecting second and third-order impacts arising from events at suppliers, customers, partners, or other entities in a company’s ecosystem is challenging.

APIs 132

APIs Construction Management Analytics 132

AWS Machine Learning

OCTOBER 10, 2022

Therefore, preventing mobile fraud starts from clearly understanding the risk profile of the devices used to access the mobile app and then using the device risk intelligence gathered, together with additional data about the user, event, or account, to detect potential fraudulent behavior in real time and at scale.

APIs 99

APIs Accountability Metrics Government 99

AWS Machine Learning

AUGUST 13, 2024

Amazon Bedrock is a fully managed service that makes foundation models (FMs) from leading AI startups and Amazon available through an API, so you can choose from a wide range of FMs to find the model that is best suited for your use case. Whenever a new form is loaded, an event is invoked in Amazon SQS.

Healthcare 129

Healthcare APIs Consulting Consulting 129

AWS Machine Learning

SEPTEMBER 8, 2023

Amazon Rekognition makes it easy to add image analysis capability to your applications without any machine learning (ML) expertise and comes with various APIs to fulfil use cases such as object detection, content moderation, face detection and analysis, and text and celebrity recognition, which we use in this example.

APIs 123

APIs Scripts Entertainment Personalization 123

AWS Machine Learning

MARCH 27, 2024

Mean time to restore (MTTR) is often the simplest KPI to track—most organizations use tools like BMC Helix ITSM or others that record events and issue tracking. Aggregate the data retrieved from Elasticsearch and form the prompt for the generative AI Amazon Bedrock API call. Check out the BMC website to learn more and set up a demo.

Enterprise 119

Enterprise APIs Metrics Engineering 119

Babelforce

JULY 1, 2021

Luckily there is an easy way to make this happen: API integration. What is an API? An API (Application Programming Interface) is a kind of universal translator for software. So the API sits between them and translates. Ok – so what’s “API integration”? API integration helps them to understand one another. .

APIs 52

APIs Call Center CRM Contact Center 52

AWS Machine Learning

JANUARY 24, 2025

These steps might involve both the use of an LLM and external data sources and APIs. Agent plugin controller This component is responsible for the API integration to external data sources and APIs. The LLM agent is an orchestrator of a set of steps that might be necessary to complete the desired request.

APIs 114

APIs Scripts Best practices Management 114

Comm100

OCTOBER 24, 2023

The Necessity of Multi-Layered Support During peak periods or major events, such as the return of the NFL, gaming platforms experience unprecedented traffic. Such platforms offer bots tailored to the unique demands of gamers, ensuring optimal player experience and delivering personalized communication.

Chatbots 110

Chatbots APIs Personalization Technology 110

AWS Machine Learning

MAY 1, 2024

For interacting with AWS services, the AWS Amplify JS library for React simplifies the authentication, security, and API requests. The backend uses several serverless and event-driven AWS services, including AWS Step Functions for low-code workflows, AWS AppSync for a GraphQL API, and Amazon Translate.

APIs 132

APIs Construction Best practices Technology 132

delighted

DECEMBER 3, 2021

Great examples of automated distribution include survey integrations and Application Programming Interface (API) connections. And, setting up APIs can link two applications to one another for data sharing/interacting purposes, making manual uploads a thing of the past. Create custom APIs for more complex use cases. Delighted).

Surveys 97

Surveys APIs SaaS Engineering 97

AWS Machine Learning

FEBRUARY 19, 2024

The Knowledge Bases for Amazon Bedrock integration allows our chatbot to provide more relevant, personalized responses by linking user queries to related information data points. Note that you can also use Knowledge Bases for Amazon Bedrock service APIs and the AWS Command Line Interface (AWS CLI) to programmatically create a knowledge base.

Chatbots 133

Chatbots APIs Engineering Enterprise 133

AWS Machine Learning

MARCH 14, 2024

In this post we highlight how the AWS Generative AI Innovation Center collaborated with the AWS Professional Services and PGA TOUR to develop a prototype virtual assistant using Amazon Bedrock that could enable fans to extract information about any event, player, hole or shot level details in a seamless interactive manner.

Engineering 130

Engineering APIs Technology Finance 130

Totango

APRIL 7, 2021

The Totango API provides a full customer 360 view and helps improve your team’s efficiency so you can take your customer success to the next level. . Apps are a great resource for helping to improve your efficiency and organization both at work and in your personal life. That’s where workflow automation tools can help.

APIs 118

APIs Enterprise Analytics Technology 118

AWS Machine Learning

APRIL 23, 2024

With Knowledge Bases for Amazon Bedrock, you can quickly build applications using Retrieval Augmented Generation (RAG) for use cases like question answering, contextual chatbots, and personalized search. It calls the CreateDataSource and DeleteDataSource APIs.

APIs 125

APIs Enterprise Scripts Accountability 125

AWS Machine Learning

OCTOBER 4, 2022

You previously had to rely on personally identifiable information (PII) rules engines that could flag false positives or miss data, or you had to build and maintain custom machine learning (ML) models to identify PII in your streaming data. Total cost for identifying log records with PII using ContainsPiiEntities API = $0.1

APIs 103

APIs Banking Analytics Accountability 103